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ロバストなプロセス能力分析×統計的プロセス管理×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1990s–2000s1924–1931
提唱者Extended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Walter A. Shewhart
種類Quantitative quality engineering methodProcess monitoring and quality control method
原典Maravelakis, P. E., Bersimis, S., Panaretos, J., & Psarakis, S. (2004). Identifying the out of control variable in a multivariate control chart. Communications in Statistics - Theory and Methods, 33(10), 2499–2510. link ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
別名Robust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisSPC, statistical quality control, process control charting, Shewhart control
関連66
概要Robust process capability analysis extends classical capability indices (Cp, Cpk, Ppk) by replacing the sample mean and standard deviation with robust location and scale estimators — such as the median, trimmed mean, MAD, or IQR-based spread — so that outliers and non-normal process distributions do not inflate or distort the capability estimate. The result is a more reliable assessment of whether a manufacturing or service process can consistently meet specification limits.Statistical Process Control (SPC) is a data-driven quality method that uses statistical techniques — primarily control charts — to monitor a manufacturing or service process over time. By distinguishing natural process variation (common cause) from unusual, actionable variation (special cause), SPC enables practitioners to maintain processes in a stable, predictable state and to detect problems early, before defective output reaches customers.
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ScholarGate手法を比較: Robust Process Capability Analysis · Statistical Process Control. 2026-06-15に以下より取得 https://scholargate.app/ja/compare